Validation in GSE35338 and GSE137482 showed consistent upregulation of MCL1, TNFRSF1A, and STAT3 in stroke (Figure 6C,D), supporting their role as candidate biomarkers. This evidence concerns the gene TNFRSF1A and Stroke.